Optimization of Grinding Conditions and Prediction of Surface Roughness Using Taguchi Experimental Design

Taguchi 실험계획법에 의한 연삭가공조건 최적화 및 표면거칠기 예측

  • 곽재섭 (부경대학교 기계공학부) ;
  • 하만경 (부경대학교 기계공학부)
  • Published : 2004.07.01

Abstract

Grinding is a finishing operation of products in various areas. Surface roughness of industrial components obtained in grinding operation is a critical quality measure but is a function of many operating parameters and their interactions. To achieve higher surface roughness and to identify the influence of grinding parameters on surface roughness, it is an ideal situation fer using the design of experiments. This paper presents an successful optimization of grinding conditions and prediction of surface roughness using the design of experiments. From the experimental verification tests, it was observed that this approach was useful as a robust design methodology for grinding operation.

Keywords

References

  1. Enemuoh, E. U., Elgizawy, A. S. and Okafor, A. C., 'An approach for development of damage-free drilling of carbon fiber reinforced thermosets,' International Journal of Machine Tools & Manufacture, Vol. 41, No. 12, pp. 1795-1814, 2001 https://doi.org/10.1016/S0890-6955(01)00035-9
  2. Lin, T. R., 'Experimental design and performance analysis of TiN-coated carbide tool in face milling stainless steel,' Journal of Materials Processing Technology, Vol. 127, No. 1, pp. 1-7, 2002 https://doi.org/10.1016/S0924-0136(02)00026-2
  3. Lin, T. R., 'The use of reliability in the Taguchi method for the optimisation of the polishing ceramic gauge block,' International Journal of Advanced Manufacturing Technology, Vol. 22, No. 3-4, pp. 237-242, 2003 https://doi.org/10.1007/s00170-002-1465-1
  4. Kim, J. D. and Choi, M. S., 'Stochastic approach to experimental analysis of cylindrical lapping process,' International Journal of Machine Tools & Manufacture, Vol. 35, No. 1, pp. 51-59, 1995 https://doi.org/10.1016/0890-6955(94)E0005-4
  5. Dhavlikar, M. N., Kulkami, M. S. and Mariappan, V., ' Gombined Taguchi and dual response method for optimization of a centerless grinding operation,' Journal of Materials Processing Technology, Vol. 132, No. 1-3, pp. 90-94, 2003 https://doi.org/10.1016/S0924-0136(02)00271-6
  6. Hogg, R. V. and Ledolter, J., Applied statistics for engineers and physical scientists, Macmillan publishing company, New York, 1992
  7. Ahn, J. Y., Kim, D. E., Choi, J. Y. and Shin, K. H., 'Friction properties of carbon coated ultra-thin film using Taguchi experimental design,' Journal of KSPE, Vol. 20, No. 4, pp. 143-150, 2003